语言大模型 / LLM - arXivDaily 专题

2407.08273 2024-07-15 cs.CL 85%

RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL

Zhenhe Wu, Zhongqiu Li, Jie Zhang, Mengxiang Li, Yu Zhao, Ruiyu Fang, Zhongjiang He, Xuelong Li, Zhoujun Li, Shuangyong Song

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Further improvement and modification are needed.

2407.07913 2024-07-12 cs.IR cs.AI 85%

CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation

Rui Yang

专题命中推理与问题求解：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.AI

Comments Submitted to ICCBR

2402.10671 2024-07-04 cs.CL 85%

Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm

Yuanzhen Xie, Xinzhou Jin, Tao Xie, MingXiong Lin, Liang Chen, Chenyun Yu, Lei Cheng, ChengXiang Zhuo, Bo Hu, Zang Li

专题命中推理与问题求解：LLM(title,abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL

2406.14097 2024-07-02 cs.RO cs.AI cs.HC 85%

Enhancing the LLM-Based Robot Manipulation Through Human-Robot Collaboration

Haokun Liu, Yaonan Zhu, Kenji Kato, Atsushi Tsukahara, Izumi Kondo, Tadayoshi Aoyama, Yasuhisa Hasegawa

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments IEEE Robotics and Automation Letters

Journal ref IEEE Robotics and Automation Letters, vol. 9, no. 8, pp. 6904-6911, Aug. 2024

2407.00632 2024-07-02 cs.RO cs.CL cs.CV cs.MA 85%

CAMON: Cooperative Agents for Multi-Object Navigation with LLM-based Conversations

Pengying Wu, Yao Mu, Kangjie Zhou, Ji Ma, Junting Chen, Chang Liu

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to the RSS 2024 Workshop: GROUND

2403.17927 2024-06-28 cs.SE cs.AI 85%

MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

Wei Tao, Yucheng Zhou, Yanlin Wang, Wenqiang Zhang, Hongyu Zhang, Yu Cheng

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2306.03604 2024-06-27 cs.AI 85%

Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach

Bin Hu, Chenyang Zhao, Pu Zhang, Zihao Zhou, Yuanhang Yang, Zenglin Xu, Bin Liu

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 17 pages

2406.15359 2024-06-25 cs.CL cs.CV 85%

Constructing Multilingual Visual-Text Datasets Revealing Visual Multilingual Ability of Vision Language Models

Jesse Atuhurra, Iqra Ali, Tatsuya Hiraoka, Hidetaka Kamigaito, Tomoya Iwakura, Taro Watanabe

专题命中推理与问题求解：language model(title,abstract)；large language model(abstract)；prompting(abstract)；分类 cs.CL

2406.00020 2024-06-25 cs.CL cs.CY 85%

Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias

Rebecca Dorn, Lee Kezar, Fred Morstatter, Kristina Lerman

专题命中推理与问题求解：language model(title,abstract)；large language model(abstract)；prompting(abstract)；分类 cs.CL

2406.10958 2024-06-19 math.OC cs.CL cs.MA 85%

City-LEO: Toward Transparent City Management Using LLM with End-to-End Optimization

Zihao Jiao, Mengyi Sha, Haoyu Zhang, Xinyu Jiang, Wei Qi

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 26 pages, 8 figures, 5 tables

2406.10505 2024-06-18 cs.CL 85%

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding

Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che

专题命中推理与问题求解：prompting(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2406.09103 2024-06-14 cs.CL 85%

Chain-of-Though (CoT) prompting strategies for medical error detection and correction

Zhaolong Wu, Abul Hasan, Jinge Wu, Yunsoo Kim, Jason P. Y. Cheung, Teng Zhang, Honghan Wu

专题命中推理与问题求解：prompting(title)；LLM(abstract)；large language model(abstract)；language model(abstract)

Comments accepted as NAACL workshop

2406.07080 2024-06-12 cs.CL 85%

DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs

Haishuo Fang, Xiaodan Zhu, Iryna Gurevych

专题命中推理与问题求解：language agent(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted by ACL2024 findings

2406.03725 2024-06-07 cs.CL 85%

LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification

Chun Liu, Hongguang Zhang, Kainan Zhao, Xinghai Ju, Lin Yang

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments ACL 2024 main conference

2403.03167 2024-06-07 cs.CL 85%

PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset

Arda Uzunoglu, Abdalfatah Rashid Safa, Gözde Gül Şahin

专题命中推理与问题求解：language model(title,abstract)；large language model(abstract)；prompting(abstract)；分类 cs.CL

Comments 9 pages, ACL 2024 Findings

2405.20625 2024-06-03 cs.AI 85%

Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning

Atharva Gundawar, Mudit Verma, Lin Guan, Karthik Valmeekam, Siddhant Bhambri, Subbarao Kambhampati

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2405.16376 2024-05-29 cs.CL cs.GT 85%

STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making

Chuanhao Li, Runhan Yang, Tiankai Li, Milad Bafarassat, Kourosh Sharifi, Dirk Bergemann, Zhuoran Yang

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 39 pages, 4 figures

2405.16129 2024-05-28 cs.CL 85%

iREL at SemEval-2024 Task 9: Improving Conventional Prompting Methods for Brain Teasers

Harshit Gupta, Manav Chaudhary, Tathagata Raha, Shivansh Subramanian, Vasudeva Varma

专题命中推理与问题求解：prompting(title,abstract)；LLM(abstract)；language model(abstract)；分类 cs.CL

2402.10200 2024-05-27 cs.CL 85%

Chain-of-Thought Reasoning Without Prompting

Xuezhi Wang, Denny Zhou

专题命中推理与问题求解：prompting(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2405.13547 2024-05-24 cs.RO cs.AI 85%

HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model

Mustafa Yildirim, Barkin Dagda, Saber Fallah

专题命中推理与问题求解：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.AI

2402.11489 2024-05-24 cs.CL 85%

What's the Plan? Evaluating and Developing Planning-Aware Techniques for Language Models

Eran Hirsch, Guy Uziel, Ateret Anaby-Tavor

专题命中推理与问题求解：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.CL

Comments 9 pages and an appendix

2405.08154 2024-05-15 cs.HC cs.AI 85%

LLM Theory of Mind and Alignment: Opportunities and Risks

Winnie Street

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Journal ref Proceedings of Workshop on Theory of Mind in Human-AI Interaction at CHI 2024 (ToMinHAI at CHI 2024)

2405.04086 2024-05-08 cs.CL 85%

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Yongqi Tong, Sizhe Wang, Dawei Li, Yifan Wang, Simeng Han, Zi Lin, Chengsong Huang, Jiaxin Huang, Jingbo Shang

专题命中推理与问题求解：language model(title,abstract)；large language model(abstract)；SFT(abstract)；分类 cs.CL

2404.17833 2024-04-30 cs.AI cs.PL 85%

Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs

Zhenlan Ji, Daoyuan Wu, Pingchuan Ma, Zongjie Li, Shuai Wang

专题命中推理与问题求解：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2404.17729 2024-04-30 cs.CL 85%

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving

Pei Chen, Boran Han, Shuai Zhang

专题命中推理与问题求解：prompting(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted to NAACL 2024

2305.15695 2024-04-17 cs.AI 85%

Asking Before Acting: Gather Information in Embodied Decision Making with Language Models

Xiaoyu Chen, Shenao Zhang, Pushi Zhang, Li Zhao, Jianyu Chen

专题命中推理与问题求解：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.AI

2311.13148 2024-04-04 cs.AI cs.SE 85%

Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents

Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer, Jon Whittle

专题命中推理与问题求解：foundation model(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2311.08505 2024-04-03 cs.CL 85%

Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning

Xin Su, Tiep Le, Steven Bethard, Phillip Howard

专题命中推理与问题求解：language model(title,abstract)；large language model(abstract)；prompting(abstract)；分类 cs.CL

Comments NAACL 2024 main conference

2404.01135 2024-04-02 cs.CR cs.AI 85%

Enhancing Reasoning Capacity of SLM using Cognitive Enhancement

Jonathan Pan, Swee Liang Wong, Xin Wei Chia, Yidi Yuan

专题命中推理与问题求解：SLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2310.13522 2024-04-02 cs.CL 85%

Teaching Language Models to Self-Improve through Interactive Demonstrations

Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu

专题命中推理与问题求解：language model(title,abstract)；large language model(abstract)；prompting(abstract)；分类 cs.CL

Comments NAACL 2024 main

1. 推理与问题求解 18875 篇

RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL

CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation

Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm

Enhancing the LLM-Based Robot Manipulation Through Human-Robot Collaboration

CAMON: Cooperative Agents for Multi-Object Navigation with LLM-based Conversations

MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach

Constructing Multilingual Visual-Text Datasets Revealing Visual Multilingual Ability of Vision Language Models

Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias

City-LEO: Toward Transparent City Management Using LLM with End-to-End Optimization

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding

Chain-of-Though (CoT) prompting strategies for medical error detection and correction

DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs

LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification

PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset

Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning

STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making

iREL at SemEval-2024 Task 9: Improving Conventional Prompting Methods for Brain Teasers

Chain-of-Thought Reasoning Without Prompting

HighwayLLM: Decision-Making and Navigation in Highway Driving with RL-Informed Language Model

What's the Plan? Evaluating and Developing Planning-Aware Techniques for Language Models

LLM Theory of Mind and Alignment: Opportunities and Risks

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Testing and Understanding Erroneous Planning in LLM Agents through Synthesized User Inputs

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving

Asking Before Acting: Gather Information in Embodied Decision Making with Language Models

Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents

Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning

Enhancing Reasoning Capacity of SLM using Cognitive Enhancement

Teaching Language Models to Self-Improve through Interactive Demonstrations